{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/proeval","description":"Google (DeepMind / Gemini) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/75485a07-01bc-4e8b-b259-c2f013e63908","json_url":"https://onlylabs.fyi/signals/75485a07-01bc-4e8b-b259-c2f013e63908/signal.json","generated_at":"2026-06-11T02:51:38.180953+00:00","org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/google-deepmind","dossier_json_url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/75485a07-01bc-4e8b-b259-c2f013e63908","signal_json":"https://onlylabs.fyi/signals/75485a07-01bc-4e8b-b259-c2f013e63908/signal.json","source":"https://github.com/google-deepmind/proeval","lab_dossier":"https://onlylabs.fyi/labs/google-deepmind","lab_dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis":"https://onlylabs.fyi/analysis/google-deepmind","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Google (DeepMind / Gemini) published google-deepmind/proeval (Python). 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implications."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/proeval","text":"Google (DeepMind / Gemini) published repo google-deepmind/proeval."},{"subject":"google-deepmind/proeval","predicate":"is classified as","object":"repo signal","text":"google-deepmind/proeval is classified as repo signal."},{"subject":"google-deepmind/proeval","predicate":"belongs to","object":"repos desk","text":"google-deepmind/proeval belongs to repos desk."},{"subject":"google-deepmind/proeval","predicate":"has context","object":"Python","text":"google-deepmind/proeval has context Python."},{"subject":"google-deepmind/proeval","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/proeval has evidence coverage 1 captured evidence page."},{"subject":"google-deepmind/proeval","predicate":"matches data-business lanes","object":"Evals and quality","text":"google-deepmind/proeval matches data-business 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channels.."},{"subject":"google-deepmind/proeval","predicate":"has source host","object":"github.com","text":"google-deepmind/proeval has source host github.com."},{"subject":"google-deepmind/proeval","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"google-deepmind/proeval has lab Google (DeepMind / Gemini)."},{"subject":"google-deepmind/proeval","predicate":"has signal desk","object":"repos","text":"google-deepmind/proeval has signal desk repos."},{"subject":"google-deepmind/proeval","predicate":"has source host","object":"github.com","text":"google-deepmind/proeval has source host github.com."},{"subject":"google-deepmind/proeval","predicate":"has repository","object":"google-deepmind/proeval","text":"google-deepmind/proeval has repository google-deepmind/proeval."},{"subject":"google-deepmind/proeval","predicate":"has language","object":"Python","text":"google-deepmind/proeval has language Python."},{"subject":"google-deepmind/proeval","predicate":"has 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Language: Python License: Apache-2.0 Stars: 35 Forks: 4 Open issues: 1 Created: 2026-04-17T23:59:55Z Pushed: 2026-06-08T18:40:47Z Default branch: main Fork: no Archived: no README: ProEval ![GitHub License](https://img.shields.io/github/license/google-deepmind/proeval) [![arXiv](https://img.shields.io/badge/arXiv-2604.23099-b31b1b.svg?style=flat&logo=arxiv&logoColor=white)](https://arxiv.org/abs/2604.23099) [![Contact Us](https://img.shields.io/badge/Contact%20Us-proeval@google.com-4285F4?logo=gmail&logoColor=white)](mailto:proeval@google.com) Slash GenAI evaluation costs by up to 100x while actively discovering model failure patterns to guide better AI development. 1. 💰 **Cut GenAI eval costs up to 100×** — achieve ±1% accuracy with a fraction of the samples 2. 🔍 **Discover failure cases** — proactively surface diverse bugs under strict evaluation budgets 3. 🧠 **Transfer learning over benchmarks** — pre-trained GP surrogates generalize to new models instantly 4. 🧩 **Easy Integration** - Easily to integrate into the GenAI evaluation systems with different modalities 5. ✅..."},"evidence_pages":[{"url":"https://github.com/google-deepmind/proeval","final_url":"https://github.com/google-deepmind/proeval","title":"google-deepmind/proeval repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:38.180953+00:00","bytes":12188,"raw_path":"577e22945f5c3d8fedd5c91b407b101d889b6de8fcf1cfa4ecbe3f7113bdcfbe.json","content_hash":"7689e7fc40c7c673c5aa71a9ea99382a251092599f363279aa200cc22524cb47","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/proeval Description: GenAI evaluation framework, optimized for 100x lower cost 🚀. 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